How to eliminate, remove or mute audio from video strip
You can just delete the sound strip by selecting it and pressing X or hide it by selecting it and pressing H on your keyboard. Both works fine, though if you want to use the sound later the hiding method is obviously better, cause you can easily unhide it again if needed.